Sigeru Omatu

Publication Activity (10 Years)

Years Active: 1976-2021
Publications (10 Years): 35

Top Venues

DCAI

PACBB

PAAMS (Special Sessions)

Artif. Life Robotics

Publications

Ervin Gubin Moung, Chong Joon Hou, Maisarah Mohd Sufian, Mohd. Hanafi Ahmad Hijazi, Jamal Ahmad Dargham, Sigeru Omatu
Fusion of Moment Invariant Method and Deep Learning Algorithm for COVID-19 Classification. Big Data Cogn. Comput. 5 (4) (2021)
Juan M. Corchado, Pablo Chamoso, Guillermo Hernández, Agustín San Roman Gutierrez, Alberto Rivas Camacho, Alfonso González-Briones, Francisco Pinto-Santos, Enrique Goyenechea, David García-Retuerta, María Alonso-Miguel, Beatriz Bellido Hernandez, Diego Valdeolmillos Villaverde, Manuel Sanchez-Verdejo, Pablo Plaza-Martínez, Manuel López-Pérez, Sergio Manzano-García, Ricardo S. Alonso, Roberto Casado-Vara, Javier Prieto Tejedor, Fernando de la Prieta, Sara Rodríguez-González, Javier Parra-Domínguez, Mohd Saberi Mohamad, Saber Trabelsi, Enrique Díaz-Plaza Sanz, José Alberto García Coria, Tan Yigitcanlar, Paulo Novais, Sigeru Omatu
Deepint.net: A Rapid Deployment Platform for Smart Territories. Sensors 21 (1) (2021)
Shilan S. Hameed, Ali Selamat, Liza Abdul Latiff, Shukor Abd Razak, Ondrej Krejcar, Hamido Fujita, Mohammad Nazir Ahmad, Sigeru Omatu
A Hybrid Lightweight System for Early Attack Detection in the IoMT Fog. Sensors 21 (24) (2021)
Kohei Fukuyama, Kenji Matsui, Sigeru Omatu, Alberto Rivas, Juan Manuel Corchado
Feature Extraction and Classification of Odor Using Attention Based Neural Network. DCAI (2019)
Muhammad Akmal bin Remli, Mohd Saberi Mohamad, Safaai Deris, Azurah A. Samah, Sigeru Omatu, Juan M. Corchado
Cooperative enhanced scatter search with opposition-based learning schemes for parameter estimation in high dimensional kinetic models of biological systems. Expert Syst. Appl. 116 (2019)
Mei Yee Aw, Mohd Saberi Mohamad, Chuii Khim Chong, Safaai Deris, Muhammad Akmal bin Remli, Mohd Arfian Ismail, Juan Manuel Corchado, Sigeru Omatu
Parameter Estimation of Essential Amino Acids in Arabidopsis thaliana Using Hybrid of Bees Algorithm and Harmony Search. PACBB (2018)
Hideo Araki, Mahiro Oura, Sigeru Omatu
An evaluation of an olfactory sensor and recognition system using metal-oxide semiconductor gas sensor with variable heater controller. Artif. Life Robotics 23 (1) (2018)
Muhammad Azharuddin Arif, Mohd Saberi Mohamad, Muhammad Shafie Abdul Latif, Safaai Deris, Muhammad Akmal bin Remli, Kauthar Mohd Daud, Zuwairie Ibrahim, Sigeru Omatu, Juan Manuel Corchado Rodríguez
A hybrid of Cuckoo Search and Minimization of Metabolic Adjustment to optimize metabolites production in genome-scale models. Comput. Biol. Medicine 102 (2018)
Mei Kie Hon, Mohd Saberi Mohamad, Abdul Hakim Mohamed Salleh, Yee Wen Choon, Muhammad Akmal bin Remli, Mohd Arfian Ismail, Sigeru Omatu, Juan Manuel Corchado
A Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis for Enhancing Lactate and Succinate in Escherichia Coli. PACBB (2018)
Sigeru Omatu
Odor Classification of Human Body by Neural Networks. SoMeT (2018)
Sigeru Omatu
Classification of Human Body Smell by Learning Vector Quantization. DCAI (2018)
Hui Wen Nies, Kauthar Mohd Daud, Muhammad Akmal bin Remli, Mohd Saberi Mohamad, Safaai Deris, Sigeru Omatu, Shahreen Kasim, Ghazali Sulong
Classification of Colorectal Cancer Using Clustering and Feature Selection Approaches. PACBB (2017)
Muhammad Akmal bin Remli, Safaai Deris, Mohd Saberi Mohamad, Sigeru Omatu, Juan Manuel Corchado
An enhanced scatter search with combined opposition-based learning for parameter estimation in large-scale kinetic models of biochemical systems. Eng. Appl. Artif. Intell. 62 (2017)
Gabriel Villarrubia, Juan F. De Paz, Dechen Pelki, Fernando de la Prieta, Sigeru Omatu
Virtual organization with fusion knowledge in odor classification. Neurocomputing 231 (2017)
Sigeru Omatu
Odor Classification for Human Breath Using Neural Networks. DCAI (2017)
Muhammad Akmal bin Remli, Kauthar Mohd Daud, Hui Wen Nies, Mohd Saberi Mohamad, Safaai Deris, Sigeru Omatu, Shahreen Kasim, Ghazali Sulong
K-Means Clustering with Infinite Feature Selection for Classification Tasks in Gene Expression Data. PACBB (2017)
Sigeru Omatu
Estimation of Rice Area from Satellite Data Using Neural Networks. SoMeT (2017)
Sigeru Omatu
Feature selection of bills using spectral sub-band images. IDAACS (2017)
Sin Yi Lim, Mohd Saberi Mohamad, Lian En Chai, Safaai Deris, Weng Howe Chan, Sigeru Omatu, Juan Manuel Corchado, Muhammad Farhan Sjaugi, Muhammad Mahfuz Zainuddin, Gopinathaan Rajamohan, Zuwairie Ibrahim, Zulkifli Md. Yusof
Investigation of the Effects of Imputation Methods for Gene Regulatory Networks Modelling Using Dynamic Bayesian Networks. DCAI (2016)
Weng Howe Chan, Mohd Saberi Mohamad, Safaai Deris, Nazar Zaki, Shahreen Kasim, Sigeru Omatu, Juan Manuel Corchado, Hany Al Ashwal
Identification of informative genes and pathways using an improved penalized support vector machine with a weighting scheme. Comput. Biol. Medicine 77 (2016)
Nor Syahirah Abdul Wahid, Mohd Saberi Mohamad, Abdul Hakim Mohamed Salleh, Safaai Deris, Weng Howe Chan, Sigeru Omatu, Juan Manuel Corchado, Muhammad Farhan Sjaugi, Zuwairie Ibrahim, Zulkifli Md. Yusof
A Hybrid of Harmony Search and Minimization of Metabolic Adjustment for Optimization of Succinic Acid Production. PACBB (2016)
Sigeru Omatu, Mitsuaki Yano
E-nose system by using neural networks. Neurocomputing 172 (2016)
Javier Bajo, Andrew T. Campbell, Sigeru Omatu, André C. P. L. F. de Carvalho, Juan M. Corchado
Mobile sensing and social computing. Int. J. Distributed Sens. Networks 12 (8) (2016)
Zhenya Li, Richard O. Sinnott, Yee Wen Choon, Muhammad Farhan Sjaugi, Mohd Saberi Mohamad, Safaai Deris, Suhaimi Napis, Sigeru Omatu, Juan Manuel Corchado, Zuwairie Ibrahim, Zulkifli Md. Yusof
Exploring the High Performance Computing-Enablement of a Suite of Gene-Knockout Based Genetic Engineering Applications. PACBB (2016)
Sigeru Omatu, Mitsuaki Yano
Smells Classification for Human Breath Using a Layered Neural Network. DCAI (2016)
Weng Howe Chan, Mohd Saberi Mohamad, Safaai Deris, Juan Manuel Corchado, Sigeru Omatu, Zuwairie Ibrahim, Shahreen Kasim
An improved gSVM-SCADL2 with firefly algorithm for identification of informative genes and pathways. Int. J. Bioinform. Res. Appl. 12 (1) (2016)
Sigeru Omatu, Mitsuaki Yano
Detection of Rice Field Using the Self-organizing Feature Map. DCAI (2015)
Yoshinori Ikeda, Sigeru Omatu, Pablo Chamoso, Alberto Pérez, Javier Bajo
Multi-agent Systems for Classification of E-Nose Data. ISAmI (2015)
Hideo Araki, Sigeru Omatu
A proposition and an evaluation for compact multiple odor scan system. ASCC (2015)
Dechen Pelki, Javier Bajo, Sigeru Omatu
Intelligent Classifier for E-Nose Systems. PAAMS (Special Sessions) (2015)
Sigeru Omatu, Mitsuaki Yano
Mixed odors classification by neural networks. IDAACS (2015)
Sigeru Omatu, Yoshinori Ikeda, Mitsuaki Yano
Odor measurement and intelligent classification. ASCC (2015)
Ismaila Idris, Ali Selamat, Ngoc Thanh Nguyen, Sigeru Omatu, Ondrej Krejcar, Kamil Kuca, Marek Penhaker
A combined negative selection algorithm-particle swarm optimization for an email spam detection system. Eng. Appl. Artif. Intell. 39 (2015)
Sigeru Omatu, Mitsuaki Yano, Yoshinori Ikeda
Smell classification of wines by the learning vector quantization method. SAC (2015)
Sigeru Omatu
Estimation of rice-planted area using competitive neural network. ASCC (2015)
Ismaila Idris, Ali Selamat, Sigeru Omatu
Hybrid email spam detection model with negative selection algorithm and differential evolution. Eng. Appl. Artif. Intell. 28 (2014)
Amparo Casado, Amparo Jiménez, Javier Bajo, Sigeru Omatu
Multi-agent System for Occupational Therapy. PAAMS (Special Sessions) (2014)
Daniel Hernández de La Iglesia, María Moreno, Sigeru Omatu
Mobile-Based Recommendation System in Conferences. PAAMS (Special Sessions) (2014)
Sigeru Omatu, Tatsuyuki Wada, Sara Rodríguez, Pablo Chamoso, Juan M. Corchado
Multi-agent Technology to Perform Odor Classification. ISAmI (2014)
Sigeru Omatu, Mitsuaki Yano
Smell classification using weakly responding data. SAC (2014)
Cheng Weng Fong, Hishammuddin Asmuni, Barry McCollum, Paul McMullan, Sigeru Omatu
A new hybrid imperialist swarm-based optimization algorithm for university timetabling problems. Inf. Sci. 283 (2014)
Daniel Hernández de La Iglesia, Ana de Luis, Sigeru Omatu
Prediction System of Pollen Allergies in Mobile Devices. PAAMS (Special Sessions) (2014)
Swee Thing Low, Mohd Saberi Mohamad, Sigeru Omatu, Lian En Chai, Safaai Deris, Michifumi Yoshioka
Inferring gene regulatory networks from perturbed gene expression data using a dynamic Bayesian network with a Markov Chain Monte Carlo algorithm. GrC (2014)
Sigeru Omatu, Mitsuaki Yano
E-Nose System by Using Neural Networks. DCAI (2014)
Shi Jing Lu, Abdul Hakim Mohamed Salleh, Mohd Saberi Mohamad, Safaai Deris, Sigeru Omatu, Michifumi Yoshioka
Identification of gene knockout strategies using a hybrid of an ant colony optimization algorithm and flux balance analysis to optimize microbial strains. Comput. Biol. Chem. 53 (2014)
Sigeru Omatu, Daigo Hayashi, Mitsuaki Yano
Odor classification of wines by using neural networks. FUSION (2014)
Sigeru Omatu, Mitsuaki Yano
Rice-Planted Area Extraction by RADARSAT Data by Competitive Neural Networks. SoMeT (2014)
Ching Lee Koo, Mohd Saberi Mohamad, Sigeru Omatu, Abdul Hakim Mohamed Salleh, Safaai Deris, Michifumi Yoshioka
A gene knockout strategy for succinate production using a hybrid algorithm of bees algorithm and minimization of metabolic adjustment. GrC (2014)
Sigeru Omatu, Mitsuaki Yano, Toru Fujinaka
Odor Classification Based on Weakly Responding Sensors. DCAI (2013)
Hideo Araki, Sigeru Omatu
Measurement system for metal-oxide gas sensors. Artif. Life Robotics 17 (3-4) (2013)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka, Afnizanfaizal Abdullah, Zuwairie Ibrahim
An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes. Algorithms Mol. Biol. 8 (2013)
Sigeru Omatu
Odor classification by neural networks. IDAACS (2013)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
A Constraint and Rule in an Enhancement of Binary Particle Swarm Optimization to Select Informative Genes for Cancer Classification. PAKDD Workshops (2013)
Yee Wen Choon, Mohd Saberi Mohamad, Safaai Deris, Chuii Khim Chong, Lian En Chai, Zuwairie Ibrahim, Sigeru Omatu
Identifying Gene Knockout Strategies Using a Hybrid of Bees Algorithm and Flux Balance Analysis for in Silico Optimization of Microbial Strains. DCAI (2012)
Sigeru Omatu, Hideo Araki, Toru Fujinaka, Michifumi Yoshioka, Hiroyuki Nakazumi
Mixed Odor Classification for QCM Sensor Data by Neural Networks. DCAI (2012)
Lian En Chai, Mohd Saberi Mohamad, Safaai Deris, Chuii Khim Chong, Yee Wen Choon, Zuwairie Ibrahim, Sigeru Omatu
Inferring Gene Regulatory Networks from Gene Expression Data by a Dynamic Bayesian Network-Based Model. DCAI (2012)
Hideo Araki, Sigeru Omatu
Measurement system for quartz crystal microbalance sensors. Artif. Life Robotics 17 (2) (2012)
Muhammad Faiz Misman, Mohd Saberi Mohamad, Safaai Deris, Raja Nurul Mardhiah Raja Mohamad, Siti Zaiton Mohd Hashim, Sigeru Omatu
A Hybrid of SVM and SCAD with Group-Specific Tuning Parameter for Pathway-Based Microarray Analysis. DCAI (2012)
Yuta Tsuchida, Michifumi Yoshioka, Sigeru Omatu
Speed-Up Method for Neural Network Learning Using GPGPU. DCAI (2012)
Chuii Khim Chong, Mohd Saberi Mohamad, Safaai Deris, Mohd Shahir Shamsir, Afnizanfaizal Abdullah, Yee Wen Choon, Lian En Chai, Sigeru Omatu
Using an Improved Differential Evolution Algorithm for Parameter Estimation to Simulate Glycolysis Pathway. DCAI (2012)
Sigeru Omatu
Diagnosis of mechanical devices by the ICA with sub-band filter. IDAACS (2) (2011)
Sunday Olusanya Olatunji, Ali Selamat, Abdul Azeez Abdul Raheem, Sigeru Omatu
Modeling the correlations of crude oil properties based on sensitivity based linear learning method. Eng. Appl. Artif. Intell. 24 (4) (2011)
Chelsia Amy Doukim, Jamal Ahmad Dargham, Ali Chekima, Sigeru Omatu
Combining Neural Networks for Skin Detection CoRR (2011)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
A Modified Binary Particle Swarm Optimization for Selecting the Small Subset of Informative Genes From Gene Expression Data. IEEE Trans. Inf. Technol. Biomed. 15 (6) (2011)
Sigeru Omatu, Mitsuaki Yano
Intelligent Electronic Nose System Independent on Odor Concentration. DCAI (2011)
Sigeru Omatu, Michifumi Yoshioka, Toru Fujinaka
Neuro-PID Control for Electric Vehicle. J. Adv. Comput. Intell. Intell. Informatics 15 (7) (2011)
Jamal Ahmad Dargham, Ali Chekima, Ervin Gubin Moung, Sigeru Omatu
Data Fusion for Face Recognition. DCAI (2010)
Michifumi Yoshioka, Sigeru Omatu, Hidekazu Yanagimoto
Face image make-up system by using an ɛ-filter. Artif. Life Robotics 15 (2) (2010)
Hideto Nakatsuji, Sigeru Omatu
Selection of parameters in the design of real-time spectral analysis. Artif. Life Robotics 15 (1) (2010)
Yuta Tsuchida, Sigeru Omatu, Michifumi Yoshioka
Land cover estimation with ALOS satellite image using a neural-network. Artif. Life Robotics 15 (1) (2010)
Sigeru Omatu, Masao Fujimura, Toshihisa Kosaka
Feature Selection Method for Classification of New and Used Bills. DCAI (2010)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
Particle swarm optimization with a modified sigmoid function for gene selection from gene expression data. Artif. Life Robotics 15 (1) (2010)
Hideto Nakatsuji, Sigeru Omatu
Analysis of the sound of the Japanese voice using real-time spectral analysis. Artif. Life Robotics 15 (1) (2010)
Jamal Ahmad Dargham, Ali Chekima, Ervin Gubin Moung, Sigeru Omatu
Radon transform for face recognition. Artif. Life Robotics 15 (3) (2010)
Hidekazu Yanagimoto, Michifumi Yoshioka, Sigeru Omatu
Web Clustering Using Social Bookmarking Data with Dimension Reduction Regarding Similarity. ASONAM (2010)
Mohd Saberi Mohamad, Sigeru Omatu, Michifumi Yoshioka, Safaai Deris
Selecting Genes from Gene Expression Data by using an Enhancement of Binary Particle Swarm Optimization for Cancer Classification. ICAART (1) (2010)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
Gene subset selection using an iterative approach based on genetic algorithms. Artif. Life Robotics 14 (1) (2009)
Michifumi Yoshioka, Sigeru Omatu
Camera Calibration Method Based on Maximum Likelihood Estimation. IWANN (2) (2009)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka, Anazida Zainal
An Improved Binary Particle Swarm Optimisation for Gene Selection in Classifying Cancer Classes. IWANN (2) (2009)
Michifumi Yoshioka, Yasuo Maeda, Sigeru Omatu
Criterion for optimal image resolution using SIFT. Artif. Life Robotics 14 (1) (2009)
Sigeru Omatu
Neuro-control and Its Applications to Electric Vehicle Control. IWANN (2) (2009)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
An Iterative GASVM-Based Method: Gene Selection and Classification of Microarray Data. IWANN (2) (2009)
Sigeru Omatu, Michifumi Yoshioka, Kengo Matsuyama
Electronic Nose System by Neural Networks. IWANN (2) (2009)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
Particle swarm optimization for gene selection in classifying cancer classes. Artif. Life Robotics 14 (1) (2009)
Ali Ahmadi, Sigeru Omatu, Toshihisa Kosaka
Improvment of bank note clasification reribility. ICONS (2009)
Michifumi Yoshioka, Sigeru Omatu
Defect detection method using rotational morphology. Artif. Life Robotics 14 (1) (2009)
Masaru Teranishi, Sigeru Omatu, Toshihisa Kosaka
Continuous fatigue level estimation for the classification of fatigued bills based on an acoustic signal feature by a supervised SOM. Artif. Life Robotics 13 (2) (2009)
Sigeru Omatu, Michifumi Yoshioka
Electronic nose for a fire detection system by neural networks. ICONS (2009)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Muhammad Faiz Misman, Michifumi Yoshioka
A multi-objective strategy in genetic algorithms for gene selection of gene expression data. Artif. Life Robotics 13 (2) (2009)
Jamal Ahmad Dargham, Ali Chekima, Sigeru Omatu, Chelsia Amy Doukim
Data fusion for skin detection. Artif. Life Robotics 13 (2) (2009)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Muhammad Faiz Misman, Michifumi Yoshioka
Selecting informative genes from microarray data by using hybrid methods for cancer classification. Artif. Life Robotics 13 (2) (2009)
Masaru Teranishi, Sigeru Omatu, Toshihisa Kosaka
Fatigue Level Estimation of Bill by Using Supervised SOM Based on Feature-Selected Acoustic Energy Pattern. HIS (2008)
Toru Fujinaka, Sigeru Omatu
Network-Based Intelligent Control Systems. CIMCA/IAWTIC/ISE (2008)
Masaru Teranishi, Sigeru Omatu, Toshihisa Kosaka
Fatigue level estimation of bill based on feature-selected acoustic energy pattern by using supervised SOM. CSTST (2008)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
A Recursive Genetic Algorithm to Automatically Select Genes for Cancer Classification. IWPACBB (2008)
Jamal Ahmad Dargham, Ali Chekima, Sigeru Omatu
Lip detection by the use of neural networks. Artif. Life Robotics 12 (1-2) (2008)
Mohd Saberi Mohamad, Sigeru Omatu, Michifumi Yoshioka, Safaai Deris
An Approach Using Hybrid Methods to Select Informative Genes from Microarray Data for Cancer Classification. Asia International Conference on Modelling and Simulation (2008)
Bingchen Wang, Toru Fujinaka, Sigeru Omatu, Toshiro Abe
Automatic Inspection of Transmission Devices Using Acoustic Data. IEEE Trans Autom. Sci. Eng. 5 (2) (2008)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Siti Zaiton Mohd Hashim
A model for gene selection and classification of gene expression data. Artif. Life Robotics 11 (2) (2007)
Sigeru Omatu, Michifumi Yoshioka, Toshihisa Kosaka
Bank note classification using neural networks. ETFA (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sigeru Omatu